Simplified Interval Type-2 Fuzzy Logic Systems

@article{Mendel2013SimplifiedIT,
  title={Simplified Interval Type-2 Fuzzy Logic Systems},
  author={Jerry M. Mendel and Xinwang Liu},
  journal={IEEE Transactions on Fuzzy Systems},
  year={2013},
  volume={21},
  pages={1056-1069}
}
Type reduction (TR) followed by defuzzification is commonly used in interval type-2 fuzzy logic systems (IT2 FLSs). Because of the iterative nature of TR, it may be a computational bottleneck for the real-time applications of an IT2 FLS. This has led to many direct approaches to defuzzification that bypass TR, the simplest of which is the Nie-Tan direct defuzzification method (NT method). This paper provides some theoretical analyses of the NT method that answer the question “Why is the NT… CONTINUE READING

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